Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/30/2023  11:18 AM

INPUT INSTRUCTIONS

  TITLE:
    Exploratory/confirmatory factor analysis of the InDI-A ;

  DATA:
    FILE IS InDIA_exploratory.dat ;

  VARIABLE:
    NAMES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    USEVARIABLES ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    CATEGORICAL ARE
       InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9
       ;

    MISSING = . ;

  ANALYSIS:
    ESTIMATOR IS WLSMV ;
    ROTATION = GEOMIN ;
    !PARAMETERIZATION = DELTA ;

  MODEL:
    f1-f3 BY InDIA1 InDIA2 InDIA3 InDIA4 InDIA5
       InDIA6 InDIA7 InDIA8 InDIA9 (*1)
       ;

  OUTPUT: modindices(all);
          stand(STDYX);
          !cinterval;
          !sampstat;
          !TECH1;
          !TECH8;
          !TECH10;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  2
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




Exploratory/confirmatory factor analysis of the InDI-A ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1063

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            3

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDIA1      INDIA2      INDIA3      INDIA4      INDIA5      INDIA6
   INDIA7      INDIA8      INDIA9

Continuous latent variables

  EFA factors
  *1:   F1          F2          F3


Estimator                                                    WLSMV
Rotation                                                    GEOMIN
Row standardization                                    CORRELATION
Type of rotation                                           OBLIQUE
Epsilon value                                               Varies
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
  Number of random starts                                       30
  Maximum number of iterations                               10000
  Derivative convergence criterion                       0.100D-04
Parameterization                                             DELTA
Link                                                        PROBIT

Input data file(s)
  InDIA_exploratory.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns             9


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              INDIA1        INDIA2        INDIA3        INDIA4        INDIA5
              ________      ________      ________      ________      ________
 INDIA1         0.999
 INDIA2         0.998         0.999
 INDIA3         0.996         0.996         0.997
 INDIA4         0.993         0.993         0.992         0.994
 INDIA5         0.995         0.995         0.993         0.991         0.996
 INDIA6         0.999         0.999         0.997         0.994         0.996
 INDIA7         0.998         0.998         0.996         0.993         0.995
 INDIA8         0.995         0.995         0.993         0.991         0.993
 INDIA9         0.999         0.999         0.997         0.994         0.996


           Covariance Coverage
              INDIA6        INDIA7        INDIA8        INDIA9
              ________      ________      ________      ________
 INDIA6         1.000
 INDIA7         0.999         0.999
 INDIA8         0.996         0.995         0.996
 INDIA9         1.000         0.999         0.996         1.000


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDIA1
      Category 1    0.266          283.000
      Category 2    0.328          348.000
      Category 3    0.195          207.000
      Category 4    0.176          187.000
      Category 5    0.035           37.000
    INDIA2
      Category 1    0.200          212.000
      Category 2    0.265          281.000
      Category 3    0.185          197.000
      Category 4    0.276          293.000
      Category 5    0.074           79.000
    INDIA3
      Category 1    0.234          248.000
      Category 2    0.315          334.000
      Category 3    0.192          203.000
      Category 4    0.204          216.000
      Category 5    0.056           59.000
    INDIA4
      Category 1    0.170          180.000
      Category 2    0.252          266.000
      Category 3    0.216          228.000
      Category 4    0.286          302.000
      Category 5    0.077           81.000
    INDIA5
      Category 1    0.310          328.000
      Category 2    0.351          372.000
      Category 3    0.172          182.000
      Category 4    0.127          134.000
      Category 5    0.041           43.000
    INDIA6
      Category 1    0.251          267.000
      Category 2    0.319          339.000
      Category 3    0.167          178.000
      Category 4    0.197          209.000
      Category 5    0.066           70.000
    INDIA7
      Category 1    0.250          266.000
      Category 2    0.324          344.000
      Category 3    0.208          221.000
      Category 4    0.175          186.000
      Category 5    0.042           45.000
    INDIA8
      Category 1    0.331          351.000
      Category 2    0.324          343.000
      Category 3    0.180          191.000
      Category 4    0.128          136.000
      Category 5    0.036           38.000
    INDIA9
      Category 1    0.282          300.000
      Category 2    0.328          349.000
      Category 3    0.176          187.000
      Category 4    0.152          162.000
      Category 5    0.061           65.000



THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       60

Chi-Square Test of Model Fit

          Value                             66.877*
          Degrees of Freedom                    12
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.066
          90 Percent C.I.                    0.051  0.081
          Probability RMSEA <= .05           0.042

CFI/TLI

          CFI                                0.996
          TLI                                0.988

Chi-Square Test of Model Fit for the Baseline Model

          Value                          14083.206
          Degrees of Freedom                    36
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.009

Optimum Function Value for Weighted Least-Squares Estimator

          Value                     0.81579391D-02



MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIA1             0.672      0.042     15.985      0.000
    INDIA2             1.146      0.103     11.107      0.000
    INDIA3             0.757      0.092      8.200      0.000
    INDIA4             0.693      0.038     18.367      0.000
    INDIA5             0.488      0.080      6.135      0.000
    INDIA6             0.288      0.087      3.310      0.001
    INDIA7             0.004      0.004      0.932      0.351
    INDIA8             0.003      0.003      0.804      0.421
    INDIA9             0.322      0.081      3.993      0.000

 F2       BY
    INDIA1             0.020      0.036      0.567      0.571
    INDIA2            -0.351      0.109     -3.209      0.001
    INDIA3             0.257      0.080      3.232      0.001
    INDIA4            -0.016      0.021     -0.743      0.458
    INDIA5             0.358      0.073      4.921      0.000
    INDIA6             0.464      0.085      5.448      0.000
    INDIA7             0.545      0.076      7.182      0.000
    INDIA8             0.384      0.095      4.046      0.000
    INDIA9             0.006      0.007      0.930      0.352

 F3       BY
    INDIA1             0.116      0.043      2.708      0.007
    INDIA2             0.003      0.002      1.882      0.060
    INDIA3            -0.129      0.056     -2.297      0.022
    INDIA4             0.129      0.042      3.099      0.002
    INDIA5             0.005      0.009      0.541      0.588
    INDIA6             0.056      0.063      0.888      0.375
    INDIA7             0.427      0.079      5.390      0.000
    INDIA8             0.638      0.072      8.824      0.000
    INDIA9             0.481      0.065      7.446      0.000

 F2       WITH
    F1                 0.748      0.078      9.578      0.000

 F3       WITH
    F1                 0.664      0.084      7.873      0.000
    F2                 0.538      0.083      6.514      0.000

 Thresholds
    INDIA1$1          -0.623      0.041    -15.096      0.000
    INDIA1$2           0.238      0.039      6.132      0.000
    INDIA1$3           0.803      0.043     18.539      0.000
    INDIA1$4           1.814      0.073     24.816      0.000
    INDIA2$1          -0.843      0.044    -19.219      0.000
    INDIA2$2          -0.090      0.039     -2.332      0.020
    INDIA2$3           0.385      0.040      9.733      0.000
    INDIA2$4           1.444      0.057     25.225      0.000
    INDIA3$1          -0.726      0.042    -17.112      0.000
    INDIA3$2           0.123      0.039      3.194      0.001
    INDIA3$3           0.645      0.042     15.525      0.000
    INDIA3$4           1.592      0.063     25.392      0.000
    INDIA4$1          -0.953      0.046    -20.882      0.000
    INDIA4$2          -0.197      0.039     -5.072      0.000
    INDIA4$3           0.352      0.039      8.932      0.000
    INDIA4$4           1.428      0.057     25.116      0.000
    INDIA5$1          -0.497      0.040    -12.326      0.000
    INDIA5$2           0.415      0.040     10.447      0.000
    INDIA5$3           0.966      0.046     21.080      0.000
    INDIA5$4           1.744      0.070     25.079      0.000
    INDIA6$1          -0.671      0.042    -16.065      0.000
    INDIA6$2           0.177      0.039      4.568      0.000
    INDIA6$3           0.636      0.041     15.356      0.000
    INDIA6$4           1.507      0.059     25.380      0.000
    INDIA7$1          -0.673      0.042    -16.101      0.000
    INDIA7$2           0.188      0.039      4.846      0.000
    INDIA7$3           0.781      0.043     18.139      0.000
    INDIA7$4           1.724      0.068     25.181      0.000
    INDIA8$1          -0.436      0.040    -10.933      0.000
    INDIA8$2           0.400      0.040     10.082      0.000
    INDIA8$3           0.977      0.046     21.239      0.000
    INDIA8$4           1.801      0.072     24.845      0.000
    INDIA9$1          -0.576      0.041    -14.106      0.000
    INDIA9$2           0.281      0.039      7.199      0.000
    INDIA9$3           0.794      0.043     18.389      0.000
    INDIA9$4           1.545      0.061     25.421      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000
    F3                 1.000      0.000    999.000    999.000


STANDARDIZED MODEL RESULTS


STDYX Standardization

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDIA1             0.672      0.042     15.985      0.000
    INDIA2             1.146      0.103     11.107      0.000
    INDIA3             0.757      0.092      8.200      0.000
    INDIA4             0.693      0.038     18.367      0.000
    INDIA5             0.488      0.080      6.135      0.000
    INDIA6             0.288      0.087      3.310      0.001
    INDIA7             0.004      0.004      0.932      0.351
    INDIA8             0.003      0.003      0.804      0.421
    INDIA9             0.322      0.081      3.993      0.000

 F2       BY
    INDIA1             0.020      0.036      0.567      0.571
    INDIA2            -0.351      0.109     -3.209      0.001
    INDIA3             0.257      0.080      3.232      0.001
    INDIA4            -0.016      0.021     -0.743      0.458
    INDIA5             0.358      0.073      4.921      0.000
    INDIA6             0.464      0.085      5.448      0.000
    INDIA7             0.545      0.076      7.182      0.000
    INDIA8             0.384      0.095      4.046      0.000
    INDIA9             0.006      0.007      0.930      0.352

 F3       BY
    INDIA1             0.116      0.043      2.708      0.007
    INDIA2             0.003      0.002      1.882      0.060
    INDIA3            -0.129      0.056     -2.297      0.022
    INDIA4             0.129      0.042      3.099      0.002
    INDIA5             0.005      0.009      0.541      0.588
    INDIA6             0.056      0.063      0.888      0.375
    INDIA7             0.427      0.079      5.390      0.000
    INDIA8             0.638      0.072      8.824      0.000
    INDIA9             0.481      0.065      7.446      0.000

 F2       WITH
    F1                 0.748      0.078      9.578      0.000

 F3       WITH
    F1                 0.664      0.084      7.873      0.000
    F2                 0.538      0.083      6.514      0.000

 Thresholds
    INDIA1$1          -0.623      0.041    -15.096      0.000
    INDIA1$2           0.238      0.039      6.132      0.000
    INDIA1$3           0.803      0.043     18.539      0.000
    INDIA1$4           1.814      0.073     24.816      0.000
    INDIA2$1          -0.843      0.044    -19.219      0.000
    INDIA2$2          -0.090      0.039     -2.332      0.020
    INDIA2$3           0.385      0.040      9.733      0.000
    INDIA2$4           1.444      0.057     25.225      0.000
    INDIA3$1          -0.726      0.042    -17.112      0.000
    INDIA3$2           0.123      0.039      3.194      0.001
    INDIA3$3           0.645      0.042     15.525      0.000
    INDIA3$4           1.592      0.063     25.392      0.000
    INDIA4$1          -0.953      0.046    -20.882      0.000
    INDIA4$2          -0.197      0.039     -5.072      0.000
    INDIA4$3           0.352      0.039      8.932      0.000
    INDIA4$4           1.428      0.057     25.116      0.000
    INDIA5$1          -0.497      0.040    -12.326      0.000
    INDIA5$2           0.415      0.040     10.447      0.000
    INDIA5$3           0.966      0.046     21.080      0.000
    INDIA5$4           1.744      0.070     25.079      0.000
    INDIA6$1          -0.671      0.042    -16.065      0.000
    INDIA6$2           0.177      0.039      4.568      0.000
    INDIA6$3           0.636      0.041     15.356      0.000
    INDIA6$4           1.507      0.059     25.380      0.000
    INDIA7$1          -0.673      0.042    -16.101      0.000
    INDIA7$2           0.188      0.039      4.846      0.000
    INDIA7$3           0.781      0.043     18.139      0.000
    INDIA7$4           1.724      0.068     25.181      0.000
    INDIA8$1          -0.436      0.040    -10.933      0.000
    INDIA8$2           0.400      0.040     10.082      0.000
    INDIA8$3           0.977      0.046     21.239      0.000
    INDIA8$4           1.801      0.072     24.845      0.000
    INDIA9$1          -0.576      0.041    -14.106      0.000
    INDIA9$2           0.281      0.039      7.199      0.000
    INDIA9$3           0.794      0.043     18.389      0.000
    INDIA9$4           1.545      0.061     25.421      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000
    F3                 1.000      0.000    999.000    999.000


R-SQUARE

    Observed                                        Two-Tailed   Residual
    Variable        Estimate       S.E.  Est./S.E.    P-Value    Variance

    INDIA1             0.592      0.021     27.856      0.000      0.408
    INDIA2             0.838      0.035     24.056      0.000      0.162
    INDIA3             0.782      0.021     36.766      0.000      0.218
    INDIA4             0.597      0.021     28.068      0.000      0.403
    INDIA5             0.633      0.023     27.877      0.000      0.367
    INDIA6             0.550      0.026     21.288      0.000      0.450
    INDIA7             0.736      0.022     33.427      0.000      0.264
    INDIA8             0.821      0.025     32.527      0.000      0.179
    INDIA9             0.547      0.028     19.519      0.000      0.453


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.453E-03
       (ratio of smallest to largest eigenvalue)


MODEL MODIFICATION INDICES

Minimum M.I. value for printing the modification index    10.000

                                   M.I.     E.P.C.  Std E.P.C.  StdYX E.P.C.

ON Statements

F1       ON INDIA3               999.000     0.000      0.000        0.000
F1       ON INDIA4               999.000     0.000      0.000        0.000
INDIA1   ON INDIA3                14.516     0.052      0.052        0.052
INDIA2   ON INDIA4                13.740     0.098      0.098        0.098
INDIA3   ON INDIA1                14.500     0.052      0.052        0.052
INDIA3   ON INDIA4                25.595    -0.072     -0.072       -0.072
INDIA3   ON INDIA6                15.544    -0.088     -0.088       -0.088
INDIA3   ON INDIA8                10.358     0.066      0.066        0.066
INDIA4   ON INDIA2                13.725     0.098      0.098        0.098
INDIA4   ON INDIA3                25.589    -0.072     -0.072       -0.072
INDIA4   ON INDIA6                15.872     0.056      0.056        0.056
INDIA5   ON INDIA9                21.849     0.077      0.077        0.077
INDIA6   ON INDIA3                15.516    -0.088     -0.088       -0.088
INDIA6   ON INDIA4                15.881     0.056      0.056        0.056
INDIA8   ON INDIA3                10.384     0.066      0.066        0.066
INDIA9   ON INDIA5                21.838     0.077      0.077        0.077

WITH Statements

INDIA3   WITH INDIA1              14.516     0.052      0.052        0.176
INDIA4   WITH INDIA2              13.745     0.098      0.098        0.382
INDIA4   WITH INDIA3              25.572    -0.072     -0.072       -0.244
INDIA6   WITH INDIA3              15.515    -0.088     -0.088       -0.282
INDIA6   WITH INDIA4              15.883     0.056      0.056        0.132
INDIA8   WITH INDIA3              10.384     0.066      0.066        0.335
INDIA9   WITH INDIA5              21.847     0.077      0.077        0.189


     Beginning Time:  11:18:31
        Ending Time:  11:18:31
       Elapsed Time:  00:00:00



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